@article {4780, title = {Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows}, journal = {IEEE Signal Processing Magazine}, volume = {38}, year = {2021}, month = {03/2021}, pages = {89 - 119}, abstract = {

Seismic inversion is a fundamental tool in geophysical analysis, providing a window into Earth. In particular, it enables the reconstruction of large-scale subsurface Earth models for hydrocarbon exploration, mining, earthquake analysis, shallow hazard assessment, and other geophysical tasks.

}, issn = {1053-5888}, doi = {10.1109/MSP.2020.3037429}, url = {https://ieeexplore.ieee.org/abstract/document/9363496}, author = {Amir Adler and Araya-Polo, Mauricio and Tomaso Poggio} }